Open Access
Table 2.
Variables importance ranking for three classification methods
| Classification method | MAE | RMSE | Effective variables | Objectives |
|---|---|---|---|---|
| BFTree | 0.370 | 0.517 | 15 | O1 |
| 0.412 | 0.519 | 23 | O2 | |
| 0.418 | 0.555 | 41 | O3 | |
| J48 | 0.309 | 0.514 | 15,24 | O1 |
| 0.482 | 0.642 | 13 | O2 | |
| 0.378 | 0.590 | 35,41 | O3 | |
| LADTree | 0.277 | 0.500 | 15,24,2,32,41,39,3 | O1 |
| 0.604 | 0.769 | 23,22,18,15,42,2,17, | O2 | |
| 0.365 | 0.584 | 20 | O3 | |
| 41,35,9,17,11,38,37, | ||||
| 16 |
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